preference-agents-working/enron-top-senders-train

---
dataset_info:
features:
- name: message_id
dtype: string
- name: from
dtype: string
- name: to
dtype: string
- name: date
dtype: string
- name: subject
dtype: string
- name: content
dtype: string
- name: email_context
dtype: string
- name: token_count_content
dtype: int32
- name: token_count_context
dtype: int32
- name: intent
dtype: string
- name: baseline
struct:
- name: google/gemma-1.1-2b-it
dtype: string
- name: google/gemma-1.1-7b-it
dtype: string
- name: meta-llama/Meta-Llama-3-70B-Instruct
dtype: string
- name: meta-llama/Meta-Llama-3-8B-Instruct
dtype: string
- name: mistralai/Mistral-7B-Instruct-v0.2
dtype: string
- name: automatic_eval
struct:
- name: google/gemma-1.1-2b-it
struct:
- name: BERT Cosine Similarity
dtype: float64
- name: BLEU Score
dtype: float64
- name: ROUGE-L Score
dtype: float64
- name: TF-IDF Cosine Similarity
dtype: float64
- name: google/gemma-1.1-7b-it
struct:
- name: BERT Cosine Similarity
dtype: float64
- name: BLEU Score
dtype: float64
- name: ROUGE-L Score
dtype: float64
- name: TF-IDF Cosine Similarity
dtype: float64
- name: meta-llama/Meta-Llama-3-8B-Instruct
struct:
- name: BERT Cosine Similarity
dtype: float64
- name: BLEU Score
dtype: float64
- name: ROUGE-L Score
dtype: float64
- name: TF-IDF Cosine Similarity
dtype: float64
- name: mistralai/Mistral-7B-Instruct-v0.2
struct:
- name: BERT Cosine Similarity
dtype: float64
- name: BLEU Score
dtype: float64
- name: ROUGE-L Score
dtype: float64
- name: TF-IDF Cosine Similarity
dtype: float64
- name: rules
struct:
- name: meta-llama/Meta-Llama-3-70B-Instruct
struct:
- name: meta-llama/Meta-Llama-3-70B-Instruct
dtype: string
- name: meta-llama/Meta-Llama-3-8B-Instruct
dtype: string
- name: meta-llama/Meta-Llama-3-8B-Instruct
struct:
- name: meta-llama/Meta-Llama-3-70B-Instruct
dtype: string
- name: meta-llama/Meta-Llama-3-8B-Instruct
dtype: string
- name: processed_rules
struct:
- name: meta-llama/Meta-Llama-3-70B-Instruct
struct:
- name: meta-llama/Meta-Llama-3-70B-Instruct
dtype: string
- name: meta-llama/Meta-Llama-3-8B-Instruct
dtype: string
- name: meta-llama/Meta-Llama-3-8B-Instruct
struct:
- name: meta-llama/Meta-Llama-3-70B-Instruct
dtype: string
- name: meta-llama/Meta-Llama-3-8B-Instruct
dtype: string
- name: text
dtype: string
- name: to_infer
dtype: string
- name: rule_ft_kaymann
dtype: string
- name: rule_ft_all_senders
dtype: string
- name: to_infer_kaymann_rules
dtype: string
- name: to_infer_allsenders_rules
dtype: string
- name: to_infer_baseline_rules
dtype: string
- name: to_infer_kaymann_rules_generated_email
dtype: string
- name: to_infer_allsenders_rules_generated_email
dtype: string
- name: to_infer_baseline_rules_generated_email
dtype: string
- name: naive_ftnk_generated_email
dtype: string
- name: naive_ft_generated_email
dtype: string
splits:
- name: train
num_bytes: 151599517
num_examples: 3832
- name: test
num_bytes: 37494886
num_examples: 958
download_size: 80953494
dataset_size: 189094403
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*
---

原始信息汇总

数据集概述

数据集特征

• message_id: 字符串类型
• from: 字符串类型
• to: 字符串类型
• date: 字符串类型
• subject: 字符串类型
• content: 字符串类型
• email_context: 字符串类型
• token_count_content: 整数类型 (int32)
• token_count_context: 整数类型 (int32)
• intent: 字符串类型
• baseline: 结构体类型，包含多个模型名称，如 google/gemma-1.1-2b-it 等
• automatic_eval: 结构体类型，包含多个模型的评估指标，如 BERT Cosine Similarity, BLEU Score, ROUGE-L Score, TF-IDF Cosine Similarity
• rules: 结构体类型，包含规则信息
• processed_rules: 结构体类型，包含处理后的规则信息
• text: 字符串类型
• to_infer: 字符串类型
• rule_ft_kaymann: 字符串类型
• rule_ft_all_senders: 字符串类型
• to_infer_kaymann_rules: 字符串类型
• to_infer_allsenders_rules: 字符串类型
• to_infer_baseline_rules: 字符串类型
• to_infer_kaymann_rules_generated_email: 字符串类型
• to_infer_allsenders_rules_generated_email: 字符串类型
• to_infer_baseline_rules_generated_email: 字符串类型
• naive_ftnk_generated_email: 字符串类型
• naive_ft_generated_email: 字符串类型

数据集分割

• train: 3832个样本，总大小151599517字节
• test: 958个样本，总大小37494886字节

数据集大小

• 下载大小: 80953494字节
• 数据集总大小: 189094403字节

配置信息

• config_name: default
• data_files:
  • train: 文件路径为 data/train-*
  • test: 文件路径为 data/test-*